{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2 as cv\n",
    "import numpy as np\n",
    "from matplotlib import pyplot as plt\n",
    "\n",
    "img=cv.imread(\"img/mh/yb_zhandou.jpg\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 4.6. 图形梯度\n",
    "\n",
    "## 理论\n",
    "OpenCV提供三种类型的梯度滤波器或高通滤波器，Sobel，Scharr和Laplacian。\n",
    "\n",
    "### 1. Sobel和Scharr\n",
    "Sobel算子是高斯联合平滑加微分运算，因此它更能抵抗噪声。你可以指定要采用的导数的方向，垂直或水平（yorder和xorder），你还可以通过参数ksize指定卷积核的大小。如果ksize = -1，则使用3x3的Scharr滤波器，其结果优于3x3的Sobel滤波器。请参阅所用卷积核的文档。\n",
    "\n",
    "### 2. Laplacian算子\n",
    "它的计算由关系给出的图像的拉普拉斯（Laplacian）算子，$$ \\Delta src= \\frac{\\partial ^{2}src}{\\partial x^{2}}+ \\frac{\\partial ^{2}src}{\\partial y^{2}} $$，其中使用Sobel导数找到每个导数。 如果ksize = 1，则使用以下卷积核进行过滤：\n",
    "\n",
    "$$kernel=\\begin{bmatrix} \\ 0\\ \\ \\ \\ 1\\ \\ \\ \\ 0\\ \\ 1\\ -4\\ \\ 1\\ \\ 0\\ \\ \\ \\ 1\\ \\ \\ \\ 0 \\end{bmatrix}$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n",
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n",
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "laplacian = cv.Laplacian(img,cv.CV_64F)\n",
    "sobelx = cv.Sobel(img,cv.CV_64F,1,0,ksize=5)\n",
    "sobely = cv.Sobel(img,cv.CV_64F,0,1,ksize=5)\n",
    "\n",
    "plt.subplot(2,2,1),plt.imshow(img,cmap = 'gray')\n",
    "plt.title('Original'), plt.xticks([]), plt.yticks([])\n",
    "plt.subplot(2,2,2),plt.imshow(laplacian,cmap = 'gray')\n",
    "plt.title('Laplacian'), plt.xticks([]), plt.yticks([])\n",
    "plt.subplot(2,2,3),plt.imshow(sobelx,cmap = 'gray')\n",
    "plt.title('Sobel X'), plt.xticks([]), plt.yticks([])\n",
    "plt.subplot(2,2,4),plt.imshow(sobely,cmap = 'gray')\n",
    "plt.title('Sobel Y'), plt.xticks([]), plt.yticks([])\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 一个重要的事情\n",
    "在我们的上一个示例中，输出数据类型为cv.CV_8U或np.uint8，但是这有一个小问题，将黑到白转换视为正斜率（它具有正值），而将白到黑转换视为负斜率（它具有负值）。因此，当你将数据转换为np.uint8时，所有负斜率都为零。简单来说，你丢掉了所有的边界。\n",
    "\n",
    "如果要检测两个边，更好的选择是将输出数据类型保持为某些更高的形式，如cv.CV_16S，cv.CV_64F等，取其绝对值，然后转换回cv.CV_8U。下面的代码演示了水平Sobel滤波器的这个过程以及结果的差异。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Output dtype = cv.CV_8U\n",
    "sobelx8u = cv.Sobel(img,cv.CV_8U,1,0,ksize=5)\n",
    "\n",
    "# Output dtype = cv.CV_64F. Then take its absolute and convert to cv.CV_8U\n",
    "sobelx64f = cv.Sobel(img,cv.CV_64F,1,0,ksize=5)\n",
    "abs_sobel64f = np.absolute(sobelx64f)\n",
    "sobel_8u = np.uint8(abs_sobel64f)\n",
    "\n",
    "plt.subplot(1,3,1),plt.imshow(img,cmap = 'gray')\n",
    "plt.title('Original'), plt.xticks([]), plt.yticks([])\n",
    "plt.subplot(1,3,2),plt.imshow(sobelx8u,cmap = 'gray')\n",
    "plt.title('Sobel CV_8U'), plt.xticks([]), plt.yticks([])\n",
    "plt.subplot(1,3,3),plt.imshow(sobel_8u,cmap = 'gray')\n",
    "plt.title('Sobel abs(CV_64F)'), plt.xticks([]), plt.yticks([])\n",
    "\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "interpreter": {
   "hash": "d001f9f6bbe9c72b73ec8f1147273505c2b9a823d50002fe074fa723ca99fac9"
  },
  "kernelspec": {
   "display_name": "Python 3.9.7 ('base')",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.7"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
